All loops
FinanceMedium 9 min· claude-haiku-4-5
Cash runway forecaster
Cash runway forecaster with auditable Claude reasoning.
Read the full Finance build guide →NOT DEPLOYEDNOT DEPLOYED
0186ms
Trigger
cron(0 7 * * *) fired · every day · 07:00
02966ms
Agent
claude-haiku-4-5 · in 1266 tok · out 400 tok
03236ms
Tools
postgres-mcp/stripe:invoices.list → 200 OK · 206ms
0476ms
Verify
schema check · json-schema draft-2020 passed
05106ms
Output
slack #finance · anomaly flagged
0626ms
Notify
audit log written · runbook link attached
SUCCESS
0%
0 runs
P50
0ms
median
P95
0ms
tail
AVG COST
—
per run
LAST OK
never
—
LAST FAIL
never
none
Latency · last 30 runs0 samples
no runs yet
Latest output · what your users see
Invoice · LinearAI
$1,086.56 USD
// press Test to run once · Watch live to keep streaming · Deploy to make it real
The problem
Finance ops are spreadsheets glued together with hope.
The outcome
A scheduled agent does the join, the variance, and the narrative.
Ingredients & skills
Secrets
- ANTHROPIC_API_KEY
- STRIPE_KEY
Providers
- Anthropic
- Stripe
MCP servers
- postgres-mcp
- fetch-mcp
#finance#ops#claude
How it works
Cash runway forecaster with auditable Claude reasoning.
Step 1
1 — Pull
Read from billing + GL via read-only keys.
Step 2
2 — Join + narrate
Claude joins, computes, and writes the narrative with citations.
Step 3
3 — Distribute
PDF + Slack + (optional) board portal.
One-line deploy
The button above runs the same command with your saved config. This is the raw CLI form.
bash
npx claudeloops deploy cash-runway-forecasterRelated loops
Finance
Weekly investor update generator
Stripe + Postgres metrics → narrative artifact → Resend to your investor list.
Ops
On-call alert → AI runbook
PagerDuty → Claude reads last 5 deploys + logs → draft runbook in the alert thread.
Finance
Stripe revenue anomaly alert
Detect MRR cliffs in real time and ping #revenue with the suspect customer.